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ORCIDAkash Kumar 0001
Person information
- affiliation: Ruhr University Bochum, Germany
- affiliation (former): TU Dresden, Germany
- affiliation (former): National University of Singapore
Other persons with the same name
- Akash Kumar — disambiguation page
- Akash Kumar 0002 — Yahoo!
- Akash Kumar 0003 — Purdue University, IN, USA
- Akash Kumar 0004
![[0000-0002-0441-7853]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-0441-7853")
— Indian Institute of Technology Mandi, India (and 1 more) - Akash Kumar 0005 — Indian Institute of Technology Indore, Department of Mathematics, India
- Akash Kumar 0006 — Max Planck Institute for Software Systems (MPI-SWS), Saarbrücken, Germany
- Akash Kumar 0007 — West Chester University, PA, USA
- Akash Kumar 0008 — Indian Institute of Technology Jammu, India
- Akash Kumar 0009 — EPFL, Lausanne, Switzerland
- Akash Kumar 0010 — University of California San Diego, CA, USA
- Akash Kumar 0011 — Indian Institute of Information Technology Allahabad, India
- Akash Kumar 0012 — Rochester Institute of Technology, USA (and 1 more)
- Akash Kumar 0013 — University of Washington, Department of Genome Sciences, Seattle, WA, USA
- Akash Kumar 0014 — Indian Institute of Technology Kanpur, Department of Mechanical Engineering, India
- Akash Kumar 0015 — Indian Institute of Information Technology Dharwad, India
- Akash Kumar 0016 — University of Central Florida, Center for Research in Computer Vision, Orlando, FL, USA
- Akash Kumar 0017 — College of Lake County, Grayslake, IL, USA
- Akash Kumar 0018 — Indian Institute of Technology Roorkee, Department of Civil Engineering, Haridwar, India
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Journal Articles
- 2025
[j80]Behnaz Ranjbar, Paul Justen, Akash Kumar:
GNN-MiCS: Graph Neural-Network-Based Bounding Time in Embedded Mixed-Criticality Systems. IEEE Embed. Syst. Lett. 17(2): 107-110 (2025)- [j79]Zahra Ebrahimi, Maryam Eslami, Xun Xiao, Akash Kumar:
X-DINC: Toward Cross-Layer ApproXimation for theDistributed and In-Network ACceleration of Multi-Kernel Applications. Future Gener. Comput. Syst. 172: 107864 (2025) - [j78]Elias Trommer, Bernd Waschneck, Akash Kumar:
Fast Retraining of Approximate CNNs for High Accuracy. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(4): 1224-1237 (2025) - [j77]Paul Jungmann, Julia Poray, Akash Kumar:
Analytical Uncertainty Propagation in Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 36(2): 2495-2508 (2025) - 2024
- [j76]Vikash Kumar, Behnaz Ranjbar, Akash Kumar:
Utilizing Machine Learning Techniques for Worst-Case Execution Time Estimation on GPU Architectures. IEEE Access 12: 41464-41478 (2024) - [j75]Neha Ashar, Gopal Raut, Vasundhara Trivedi, Santosh Kumar Vishvakarma, Akash Kumar:
QuantMAC: Enhancing Hardware Performance in DNNs With Quantize Enabled Multiply-Accumulate Unit. IEEE Access 12: 43600-43614 (2024) - [j74]Vikash Kumar, Behnaz Ranjbar, Akash Kumar:
ESOMICS: ML-Based Timing Behavior Analysis for Efficient Mixed-Criticality System Design. IEEE Access 12: 67013-67024 (2024) - [j73]Max Sponner, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar:
Leveraging Temporal Patterns: Automated Augmentation to Create Temporal Early Exit Networks for Efficient Edge AI. IEEE Access 12: 169787-169804 (2024) - [j72]Max Sponner, Bernd Waschneck, Akash Kumar:
Adapting Neural Networks at Runtime: Current Trends in At-Runtime Optimizations for Deep Learning. ACM Comput. Surv. 56(10): 248 (2024) - [j71]Maryam Eslami, Yuhao Liu, Salim Ullah, Mostafa E. Salehi, Reshad Hosseini, Seyed Ahmad Mirsalari, Akash Kumar:
MONO: Enhancing Bit-Flip Resilience With Bit Homogeneity for Neural Networks. IEEE Embed. Syst. Lett. 16(4): 333-336 (2024) - [j70]Zahra Ebrahimi, Akash Kumar:
GREEN: An Approximate SIMD/MIMD CGRA for Energy-Efficient Processing at the Edge. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(10): 2874-2887 (2024) - [j69]Salim Ullah, Siva Satyendra Sahoo, Akash Kumar:
AxOSpike: Spiking Neural Networks-Driven Approximate Operator Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 3324-3335 (2024) - [j68]Elias Trommer, Bernd Waschneck, Akash Kumar:
Smaller Together: Groupwise Encoding of Sparse Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(12): 4476-4489 (2024) - [j67]Siva Satyendra Sahoo, Salim Ullah, Soumyo Bhattacharjee, Akash Kumar:
AxOCS: Scaling FPGA-Based Approximate Operators Using Configuration Supersampling. IEEE Trans. Circuits Syst. I Regul. Pap. 71(6): 2646-2659 (2024) - [j66]Armin Darjani, Nima Kavand, Shubham Rai, Akash Kumar:
Thwarting GNN-Based Attacks Against Logic Locking. IEEE Trans. Inf. Forensics Secur. 19: 7200-7215 (2024) - [j65]Diana Göhringer, Georgios Keramidas, Akash Kumar:
Introduction to the FPL 2021 Special Section. ACM Trans. Reconfigurable Technol. Syst. 17(1): 13:1-13:2 (2024) - [j64]Siva Satyendra Sahoo, Salim Ullah, Akash Kumar:
AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming. ACM Trans. Reconfigurable Technol. Syst. 17(2): 31:1-31:28 (2024) - 2023
- [j63]Rohit Agrawal, Kapil Ahuja, Dhaarna Maheshwari, Mohd Ubaid Shaikh, Mohamed Bouaziz, Akash Kumar:
Parallel FPGA Routers With Lagrange Relaxation. IEEE Access 11: 121786-121799 (2023) - [j62]Yuankang Zhao, Salim Ullah, Siva Satyendra Sahoo, Akash Kumar:
NvMISC: Toward an FPGA-Based Emulation Platform for RISC-V and Nonvolatile Memories. IEEE Embed. Syst. Lett. 15(4): 170-173 (2023) - [j61]Yuhao Liu, Shubham Rai, Salim Ullah, Akash Kumar:
High-Flexibility Designs of Quantized Runtime Reconfigurable Multi-Precision Multipliers. IEEE Embed. Syst. Lett. 15(4): 194-197 (2023) - [j60]Mahsa Mousavi, Hamid Reza Pourshaghaghi, Akash Kumar, Henk Corporaal:
MTTR reduction of FPGA scrubbing: Exploring SEU sensitivity. Microprocess. Microsystems 101: 104841 (2023) - [j59]Zahra Ebrahimi, Muhammad Zaid, Mark Wijtvliet, Akash Kumar:
RAPID: Approximate Pipelined Soft Multipliers and Dividers for High Throughput and Energy Efficiency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(3): 712-725 (2023) - [j58]Shubham Rai, Alessandro Tempia Calvino, Heinz Riener, Giovanni De Micheli, Akash Kumar:
Utilizing XMG-Based Synthesis to Preserve Self-Duality for RFET-Based Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(3): 914-927 (2023) - [j57]Seetal Potluri, Shamik Kundu, Akash Kumar, Kanad Basu, Aydin Aysu:
SeqL+: Secure Scan-Obfuscation With Theoretical and Empirical Validation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(5): 1406-1410 (2023) - [j56]Nima Kavand, Armin Darjani, Shubham Rai, Akash Kumar:
Design of Energy-Efficient RFET-Based Exact and Approximate 4:2 Compressors and Multipliers. IEEE Trans. Circuits Syst. II Express Briefs 70(9): 3644-3648 (2023) - [j55]Aviral Shrivastava, Jian-Jia Chen, Akash Kumar, Anup Das:
ACM TECS Special Issue on Embedded System Security Tutorials. ACM Trans. Embed. Comput. Syst. 22(3): 41:1-41:2 (2023) - [j54]Siva Satyendra Sahoo, Salim Ullah, Akash Kumar:
AxOTreeS: A Tree Search Approach to Synthesizing FPGA-based Approximate Operators. ACM Trans. Embed. Comput. Syst. 22(5s): 101:1-101:26 (2023) - 2022
- [j53]Stefano Corda, Bram Veenboer, Ahsan Javed Awan, John W. Romein, Roel Jordans, Akash Kumar, Albert-Jan Boonstra, Henk Corporaal:
Reduced-Precision Acceleration of Radio-Astronomical Imaging on Reconfigurable Hardware. IEEE Access 10: 22819-22843 (2022) - [j52]Behnaz Ranjbar, Hamidreza Alikhani, Bardia Safaei, Alireza Ejlali, Akash Kumar:
Learning-Oriented QoS- and Drop-Aware Task Scheduling for Mixed-Criticality Systems. Comput. 11(7): 101 (2022) - [j51]Aditya Lohana, Ansh Rupani, Shubham Rai, Akash Kumar:
Efficient Privacy-Aware Federated Learning by Elimination of Downstream Redundancy. IEEE Des. Test 39(3): 73-81 (2022) - [j50]Cecilia De la Parra, Taha Soliman, Andre Guntoro, Akash Kumar, Norbert Wehn:
Increasing Throughput of In-Memory DNN Accelerators by Flexible Layerwise DNN Approximation. IEEE Micro 42(6): 17-24 (2022) - [j49]Mozhgan Navardi, Behnaz Ranjbar, Nezam Rohbani, Alireza Ejlali, Akash Kumar:
Peak-Power Aware Life-Time Reliability Improvement in Fault-Tolerant Mixed-Criticality Systems. IEEE Open J. Circuits Syst. 3: 199-215 (2022) - [j48]Salim Ullah, Semeen Rehman, Muhammad Shafique, Akash Kumar:
High-Performance Accurate and Approximate Multipliers for FPGA-Based Hardware Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(2): 211-224 (2022) - [j47]Behnaz Ranjbar, Ali Hosseinghorban, Mohammad Salehi, Alireza Ejlali, Akash Kumar:
Toward the Design of Fault-Tolerance-Aware and Peak-Power-Aware Multicore Mixed-Criticality Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(5): 1509-1522 (2022) - [j46]Mark Wijtvliet, Akash Kumar, Henk Corporaal:
Blocks: Challenging SIMDs and VLIWs With a Reconfigurable Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(9): 2915-2928 (2022) - [j45]Behnaz Ranjbar, Ali Hosseinghorban, Siva Satyendra Sahoo, Alireza Ejlali, Akash Kumar:
BOT-MICS: Bounding Time Using Analytics in Mixed-Criticality Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3239-3251 (2022) - [j44]Salim Ullah, Siva Satyendra Sahoo, Nemath Ahmed, Debabrata Chaudhury, Akash Kumar:
AppAxO: Designing Application-specific Approximate Operators for FPGA-based Embedded Systems. ACM Trans. Embed. Comput. Syst. 21(3): 29:1-29:31 (2022) - [j43]Shubham Rai, Satwik Patnaik, Ansh Rupani, Johann Knechtel, Ozgur Sinanoglu, Akash Kumar:
Security Promises and Vulnerabilities in Emerging Reconfigurable Nanotechnology-Based Circuits. IEEE Trans. Emerg. Top. Comput. 10(2): 763-778 (2022) - [j42]Zahra Ebrahimi, Dennis Klar, Mohammad Aasim Ekhtiyar, Akash Kumar:
Plasticine: A Cross-layer Approximation Methodology for Multi-kernel Applications through Minimally Biased, High-throughput, and Energy-efficient SIMD Soft Multiplier-divider. ACM Trans. Design Autom. Electr. Syst. 27(2): 16:1-16:33 (2022) - 2021
- [j41]Shubham Rai, Pallab Nath, Ansh Rupani, Santosh Kumar Vishvakarma, Akash Kumar:
A Survey of FPGA Logic Cell Designs in the Light of Emerging Technologies. IEEE Access 9: 91564-91574 (2021) - [j40]Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash Kumar:
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems. IEEE Access 9: 103691-103708 (2021) - [j39]Salim Ullah, Tuan Duy Anh Nguyen, Akash Kumar:
Energy-Efficient Low-Latency Signed Multiplier for FPGA-Based Hardware Accelerators. IEEE Embed. Syst. Lett. 13(2): 41-44 (2021) - [j38]Gopal Raut, Shubham Rai, Santosh Kumar Vishvakarma, Akash Kumar:
RECON: Resource-Efficient CORDIC-Based Neuron Architecture. IEEE Open J. Circuits Syst. 2: 170-181 (2021) - [j37]Gopal Raut, Shubham Rai, Santosh Kumar Vishvakarma, Akash Kumar:
Correction to "RECON: Resource-Efficient CORDIC-Based Neuron Architecture". IEEE Open J. Circuits Syst. 2: 292 (2021) - [j36]Salim Ullah, Hendrik Schmidl, Siva Satyendra Sahoo, Semeen Rehman, Akash Kumar:
Area-Optimized Accurate and Approximate Softcore Signed Multiplier Architectures. IEEE Trans. Computers 70(3): 384-392 (2021) - [j35]Akhil Raj Baranwal, Salim Ullah, Siva Satyendra Sahoo, Akash Kumar:
ReLAccS: A Multilevel Approach to Accelerator Design for Reinforcement Learning on FPGA-Based Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(9): 1754-1767 (2021) - [j34]Behnaz Ranjbar, Tuan D. A. Nguyen, Alireza Ejlali, Akash Kumar:
Power-Aware Runtime Scheduler for Mixed-Criticality Systems on Multicore Platform. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(10): 2009-2023 (2021) - [j33]Mark Wijtvliet, Henk Corporaal, Akash Kumar:
CGRA-EAM - Rapid Energy and Area Estimation for Coarse-grained Reconfigurable Architectures. ACM Trans. Reconfigurable Technol. Syst. 14(4): 19:1-19:28 (2021) - 2020
- [j32]Michael Raitza, Steffen Märcker, Jens Trommer, Andre Heinzig, Sascha Klüppelholz, Christel Baier, Akash Kumar:
Quantitative Characterization of Reconfigurable Transistor Logic Gates. IEEE Access 8: 112598-112614 (2020) - [j31]Siddharth Gupta, Salim Ullah, Kapil Ahuja, Aruna Tiwari, Akash Kumar:
ALigN: A Highly Accurate Adaptive Layerwise Log_2_Lead Quantization of Pre-Trained Neural Networks. IEEE Access 8: 118899-118911 (2020) - [j30]Behnaz Ranjbar, Bardia Safaei, Alireza Ejlali, Akash Kumar:
FANTOM: Fault Tolerant Task-Drop Aware Scheduling for Mixed-Criticality Systems. IEEE Access 8: 187232-187248 (2020) - [j29]Cecilia De la Parra, Andre Guntoro, Akash Kumar:
Improving approximate neural networks for perception tasks through specialized optimization. Future Gener. Comput. Syst. 113: 597-606 (2020) - 2019
- [j28]Mohammed Alser, Hasan Hassan, Akash Kumar, Onur Mutlu, Can Alkan:
Shouji: a fast and efficient pre-alignment filter for sequence alignment. Bioinform. 35(21): 4255-4263 (2019) - [j27]Siva Satyendra Sahoo, Tuan D. A. Nguyen, Bharadwaj Veeravalli, Akash Kumar:
Multi-objective design space exploration for system partitioning of FPGA-based Dynamic Partially Reconfigurable Systems. Integr. 67: 95-107 (2019) - [j26]Gerhard P. Fettweis, Meik Dorpinghaus, Jerónimo Castrillón, Akash Kumar, Christel Baier, Karlheinz Bock, Frank Ellinger, Andreas Fery, Frank H. P. Fitzek, Hermann Härtig, Kambiz Jamshidi, Thomas Kissinger, Wolfgang Lehner, Michael Mertig, Wolfgang E. Nagel, Giang T. Nguyen, Dirk Plettemeier, Michael Schröter, Thorsten Strufe:
Architecture and Advanced Electronics Pathways Toward Highly Adaptive Energy- Efficient Computing. Proc. IEEE 107(1): 204-231 (2019) - [j25]Shubham Rai, Jens Trommer, Michael Raitza, Thomas Mikolajick, Walter M. Weber, Akash Kumar:
Designing Efficient Circuits Based on Runtime-Reconfigurable Field-Effect Transistors. IEEE Trans. Very Large Scale Integr. Syst. 27(3): 560-572 (2019) - 2018
- [j24]Jerónimo Castrillón, Matthias Lieber, Sascha Klüppelholz, Marcus Völp, Nils Asmussen, Uwe Aßmann, Franz Baader, Christel Baier, Gerhard P. Fettweis, Jochen Fröhlich, Andrés Goens, Sebastian Haas, Dirk Habich, Hermann Härtig, Mattis Hasler, Immo Huismann, Tomas Karnagel, Sven Karol, Akash Kumar, Wolfgang Lehner, Linda Leuschner, Siqi Ling, Steffen Märcker, Christian Menard, Johannes Mey, Wolfgang E. Nagel, Benedikt Nöthen, Rafael Peñaloza, Michael Raitza, Jörg Stiller, Annett Ungethüm, Axel Voigt, Sascha Wunderlich:
A Hardware/Software Stack for Heterogeneous Systems. IEEE Trans. Multi Scale Comput. Syst. 4(3): 243-259 (2018) - 2017
- [j23]Rui Santos, Shyamsundar Venkataraman, Akash Kumar:
Scrubbing Mechanism for Heterogeneous Applications in Reconfigurable Devices. ACM Trans. Design Autom. Electr. Syst. 22(2): 33:1-33:26 (2017) - 2016
- [j22]Pham Nam Khanh, Akash Kumar, Amit Kumar Singh, Khin Mi Mi Aung:
Leakage aware resource management approach with machine learning optimization framework for partially reconfigurable architectures. Microprocess. Microsystems 47: 231-243 (2016) - [j21]Amit Kumar Singh, Muhammad Shafique, Akash Kumar, Jörg Henkel:
Resource and Throughput Aware Execution Trace Analysis for Efficient Run-Time Mapping on MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(1): 72-85 (2016) - [j20]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Reliability and Energy-Aware Mapping and Scheduling of Multimedia Applications on Multiprocessor Systems. IEEE Trans. Parallel Distributed Syst. 27(3): 869-884 (2016) - [j19]Amit Kumar Singh, Muhammad Shafique, Akash Kumar, Jörg Henkel:
Analysis and Mapping for Thermal and Energy Efficiency of 3-D Video Processing on 3-D Multicore Processors. IEEE Trans. Very Large Scale Integr. Syst. 24(8): 2745-2758 (2016) - 2015
- [j18]Ang Li, Akash Kumar, Yajun Ha, Henk Corporaal:
Correlation ratio based volume image registration on GPUs. Microprocess. Microsystems 39(8): 998-1011 (2015) - [j17]Chee Khiang Pang, Akash Kumar, Cher-Hiang Goh, Cao Vinh Le:
Nano-satellite swarm for SAR applications: design and robust scheduling. IEEE Trans. Aerosp. Electron. Syst. 51(2): 853-865 (2015) - [j16]Anup Das, Shyamsundar Venkataraman, Akash Kumar:
Autonomous Soft-Error Tolerance of FPGA Configuration Bits. ACM Trans. Reconfigurable Technol. Syst. 8(2): 12:1-12:17 (2015) - [j15]Anup Das, Amit Kumar Singh, Akash Kumar:
Execution Trace-Driven Energy-Reliability Optimization for Multimedia MPSoCs. ACM Trans. Reconfigurable Technol. Syst. 8(3): 18:1-18:19 (2015) - 2014
- [j14]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Communication and migration energy aware task mapping for reliable multiprocessor systems. Future Gener. Comput. Syst. 30: 216-228 (2014) - [j13]Kejie Huang, Yajun Ha, Rong Zhao, Akash Kumar, Yong Lian:
A Low Active Leakage and High Reliability Phase Change Memory (PCM) Based Non-Volatile FPGA Storage Element. IEEE Trans. Circuits Syst. I Regul. Pap. 61-I(9): 2605-2613 (2014) - [j12]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Energy-aware task mapping and scheduling for reliable embedded computing systems. ACM Trans. Embed. Comput. Syst. 13(2s): 72:1-72:27 (2014) - 2013
- [j11]Amit Kumar Singh, Akash Kumar, Jigang Wu, Thambipillai Srikanthan:
CADSE: communication aware design space exploration for efficient run-time MPSoC management. Frontiers Comput. Sci. 7(3): 416-430 (2013) - [j10]Vivek Dhar Dwivedi, Shikha Arora, Akash Kumar, Sarad Kumar Mishra:
Computational analysis of xanthine dehydrogenase enzyme from different source organisms. Netw. Model. Anal. Health Informatics Bioinform. 2(4): 185-189 (2013) - [j9]Akash Kumar, Shakith Fernando, Rajesh Chandrasekhara Panicker:
Project-Based Learning in Embedded Systems Education Using an FPGA Platform. IEEE Trans. Educ. 56(4): 407-415 (2013) - 2012
- [j8]Akash Kumar:
Review of polynomia and related realms by Dan Kalman. SIGACT News 43(2): 15-20 (2012) - [j7]Amit Kumar Singh, Akash Kumar, Thambipillai Srikanthan:
Accelerating throughput-aware runtime mapping for heterogeneous MPSoCs. ACM Trans. Design Autom. Electr. Syst. 18(1): 9:1-9:29 (2012) - 2010
- [j6]Amit Kumar Singh, Thambipillai Srikanthan, Akash Kumar, Wu Jigang:
Communication-aware heuristics for run-time task mapping on NoC-based MPSoC platforms. J. Syst. Archit. 56(7): 242-255 (2010) - [j5]Ahsan Shabbir, Akash Kumar, Sander Stuijk, Bart Mesman, Henk Corporaal:
CA-MPSoC: An automated design flow for predictable multi-processor architectures for multiple applications. J. Syst. Archit. 56(7): 265-277 (2010) - [j4]Akash Kumar, Bart Mesman, Henk Corporaal, Yajun Ha:
Iterative Probabilistic Performance Prediction for Multi-Application Multiprocessor Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29(4): 538-551 (2010) - 2008
- [j3]Akash Kumar, Bart Mesman, Bart D. Theelen, Henk Corporaal, Yajun Ha:
Analyzing composability of applications on MPSoC platforms. J. Syst. Archit. 54(3-4): 369-383 (2008) - [j2]Akash Kumar, Shakith Fernando, Yajun Ha, Bart Mesman, Henk Corporaal:
Multiprocessor systems synthesis for multiple use-cases of multiple applications on FPGA. ACM Trans. Design Autom. Electr. Syst. 13(3): 40:1-40:27 (2008) - 2005
- [j1]Gurusamy Mohan, Akash Kumar, M. Ashish:
Efficient techniques for improved QoS performance in WDM optical burst switched networks. Comput. Commun. 28(7): 754-764 (2005)
Conference and Workshop Papers
- 2025
- [c201]Yuhao Liu, Salim Ullah, Akash Kumar:
BiKA: Binarized KAN-inspired Neural Network for Efficient Hardware Accelerator Designs. FCCM 2025: 276 - [c200]Armin Darjani, Nima Kavand, Akash Kumar:
Flip-Break: Breaking Flip-flop-based Logic Locking in Sequential Circuits. ACM Great Lakes Symposium on VLSI 2025: 463-469 - [c199]Yuhao Liu, Salim Ullah, Akash Kumar:
Bitwise Systolic Array Architecture for Runtime-Reconfigurable Multi-Precision Quantized Multiplication on Hardware Accelerators. ISQED 2025: 1-9 - [c198]Juan P. Martinez, Niladri Bhattacharjee, Yuxuan He, Giulio Galderisi, Nima Kavand, Akash Kumar, Thomas Mikolajick, Jens Trommer:
Verilog-A Look-Up Table Model of a TIG-RFET Compatible with 22 nm FDSOI Design Rules Satisfying Gummel Symmetry. MOCAST 2025: 1-4 - [c197]Salim Ullah, Siva Satyendra Sahoo, Akash Kumar:
Approximate Arithmetic Circuits Enabling Energy-Efficient Edge Computing. MOCAST 2025: 1-6 - 2024
- [c196]Armin Darjani, Nima Kavand, Akash Kumar:
Toward Structurally Safe Design-for-Trust Techniques. APCCAS 2024: 442-446 - [c195]Salim Ullah, Siva Satyendra Sahoo, Akash Kumar:
Enabling Energy-efficient AI Computing: Leveraging Application-specific Approximations : (Education Class). CASES 2024: 3-4 - [c194]Niladri Bhattacharjee, Viktor Havel, Suruchi Kumari, Nima Kavand, Jorge Navarro Quijada, Akash Kumar, Thomas Mikolajick, Jens Trommer:
Dynamic Reconfigurable Security Cells Based on Emerging Devices Integrable in FDSOI Technology. DATE 2024: 1-6 - [c193]Nima Kavand, Armin Darjani, Giulio Galderisi, Jens Trommer, Thomas Mikolajick, Akash Kumar:
REDCAP: Reconfigurable RFET-Based Circuits Against Power Side-Channel Attacks. DATE 2024: 1-6 - [c192]Vikash Kumar, Behnaz Ranjbar, Akash Kumar:
Motivating the Use of Machine-Learning for Improving Timing Behaviour of Embedded Mixed-Criticality Systems. DATE 2024: 1-2 - [c191]Siddharth Gupta, Salim Ullah, Akash Kumar:
LeQC-At: Learning Quantization Configurations During Adversarial Training for Robust Deep Neural Networks. DSD 2024: 495-502 - [c190]Yuhao Liu, Salim Ullah, Akash Kumar:
BitSys: Bitwise Systolic Array Architecture for Multi-precision Quantized Hardware Accelerators. FCCM 2024: 220 - [c189]Max Sponner, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar:
Harnessing Temporal Information for Efficient Edge AI. FMEC 2024: 5-13 - [c188]Armin Darjani, Nima Kavand, Akash Kumar:
Flip-Lock: A Flip-Flop-Based Logic Locking Technique for Thwarting ML-based and Algorithmic Structural Attacks. ACM Great Lakes Symposium on VLSI 2024: 185-191 - [c187]Nima Kavand, Armin Darjani, Garvit Chhabra, Akash Kumar:
RFET-Based Dynamic Differential Logic Cells Against Power Side-Channel Attacks. ISVLSI 2024: 136-142 - [c186]Max Sponner, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar:
Efficient Post-training Augmentation for Adaptive Inference in Heterogeneous and Distributed IoT Environments. SAMOS 2024: 99-108 - 2023
- [c185]Rohit Ranjan, Salim Ullah, Siva Satyendra Sahoo, Akash Kumar:
SyFAxO-GeN: Synthesizing FPGA-Based Approximate Operators with Generative Networks. ASP-DAC 2023: 402-409 - [c184]Nima Kavand, Armin Darjani, Jens Trommer, Giulio Galderisi, Thomas Mikolajick, Nicolai Müller, Amir Moradi, Chongzhou Fang, Ning Miao, Han Wang, Sai Manoj P. D., Houman Homayoun, Benjamin Hettwer, Luca Parrini, Akash Kumar:
Special Session: Mitigating Side-Channel Attacks Through Circuit to Application Layer Approaches. CODES+ISSS 2023: 8-17 - [c183]Armin Darjani, Nima Kavand, Shubham Rai, Akash Kumar:
Discerning Limitations of GNN-based Attacks on Logic Locking. DAC 2023: 1-6 - [c182]Behnaz Ranjbar, Ali Hosseinghorban, Akash Kumar:
ADAPTIVE: Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. DAC 2023: 1-6 - [c181]Mehdi Moghaddamfar, Christian Färber, Wolfgang Lehner, Akash Kumar:
KeRRaS: Sort-Based Database Query Processing on Wide Tables Using FPGAs. DaMoN 2023: 1-9 - [c180]Behnaz Ranjbar, Ali Hosseinghorban, Akash Kumar:
Motivating Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. DATE 2023: 1-2 - [c179]Behnaz Ranjbar, Florian Klemme, Paul R. Genssler, Hussam Amrouch, Jinhyo Jung, Shail Dave, Hwisoo So, Kyongwoo Lee, Aviral Shrivastava, Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Francky Catthoor, Dwaipayan Biswas, Akash Kumar:
Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. DATE 2023: 1-10 - [c178]Jens Trommer, Niladri Bhattacharjee, Thomas Mikolajick, Sebastian Huhn, Marcel Merten, Mohammed E. Djeridane, Muhammad Hassan, Rolf Drechsler, Shubham Rai, Nima Kavand, Armin Darjani, Akash Kumar, V. Sessi, M. Drescher, S. Kolodinski, M. Wiatr:
Design Enablement Flow for Circuits with Inherent Obfuscation based on Reconfigurable Transistors. DATE 2023: 1-6 - [c177]Elias Trommer, Bernd Waschneck, Akash Kumar:
High-Throughput Approximate Multiplication Models in PyTorch. DDECS 2023: 79-82 - [c176]Mehdi Moghaddamfar, Norman May, Christian Färber, Wolfgang Lehner, Akash Kumar:
A Study of Early Aggregation in Database Query Processing on FPGAs. FPGA 2023: 55-65 - [c175]Salim Ullah, Siva Satyendra Sahoo, Akash Kumar:
CoOAx: Correlation-aware Synthesis of FPGA-based Approximate Operators. ACM Great Lakes Symposium on VLSI 2023: 671-677 - [c174]Yuhao Liu, Shubham Rai, Salim Ullah, Akash Kumar:
NetPU-M: a Generic Reconfigurable Neural Network Accelerator Architecture for MLPs. IPDPS Workshops 2023: 85-92 - [c173]Raghul Saravanan, Sathwika Bavikadi, Shubham Rai, Akash Kumar, Sai Manoj Pudukotai Dinakarrao:
Reconfigurable FET Approximate Computing-based Accelerator for Deep Learning Applications. ISCAS 2023: 1-5 - [c172]Steffen Märcker, Michael Raitza, Shubham Rai, Giulio Galderisi, Thomas Mikolajick, Jens Trommer, Akash Kumar:
Formal Analysis of Camouflaged Reconfigurable Circuits. NEWCAS 2023: 1-5 - 2022
- [c171]Alessandro Tempia Calvino, Heinz Riener, Shubham Rai, Akash Kumar, Giovanni De Micheli:
A Versatile Mapping Approach for Technology Mapping and Graph Optimization. ASP-DAC 2022: 410-416 - [c170]Negar Neda, Salim Ullah, Azam Ghanbari, Hoda Mahdiani, Mehdi Modarressi, Akash Kumar:
Multi-Precision Deep Neural Network Acceleration on FPGAs. ASP-DAC 2022: 454-459 - [c169]Nishant Gupta, Mohil Sandip Desai, Mark Wijtvliet, Shubham Rai, Akash Kumar:
DELTA: DEsigning a stealthy trigger mechanism for analog hardware trojans and its detection analysis. DAC 2022: 787-792 - [c168]Michael Raitza, Steffen Märcker, Shubham Rai, Akash Kumar:
Exploring Standard-Cell Designs for Reconfigurable Nanotechnologies: A Formal Approach. DATE 2022: 23-28 - [c167]Martin Thümmler, Shubham Rai, Akash Kumar:
Improving Technology Mapping for And-Inverter-Cones. DATE 2022: 274-279 - [c166]Mohammad Bawatna, Behnaz Ranjbar, Akash Kumar:
A Hybrid Scheduling Mechanism for Multi-programming in Mixed-Criticality Systems. DSD 2022: 181-188 - [c165]Amritha Immaneni, Salim Ullah, Suresh Nambi, Siva Satyendra Sahoo, Akash Kumar:
PosAx-O: Exploring Operator-level Approximations for Posit Arithmetic in Embedded AI/ML. DSD 2022: 214-223 - [c164]Mehdi Moghaddamfar, Christian Färber, Norman May, Wolfgang Lehner, Akash Kumar:
FPGA-Based Database Query Processing on Arbitrarily Wide Tables. FCCM 2022: 1 - [c163]Fanny Spagnolo, Salim Ullah, Pasquale Corsonello, Akash Kumar:
ERMES: Efficient Racetrack Memory Emulation System based on FPGA. FPL 2022: 342-349 - [c162]Yuhao Liu, Shubham Rai, Salim Ullah, Akash Kumar:
NetPU: Prototyping a Generic Reconfigurable Neural Network Accelerator Architecture. FPT 2022: 1 - [c161]Armin Darjani, Nima Kavand, Shubham Rai, Mark Wijtvliet, Akash Kumar:
ENTANGLE: An Enhanced Logic-locking Technique for Thwarting SAT and Structural Attacks. ACM Great Lakes Symposium on VLSI 2022: 147-151 - [c160]Nima Kavand, Armin Darjani, Shubham Rai, Akash Kumar:
Securing Hardware through Reconfigurable Nano-Structures. ICCAD 2022: 130:1-130:7 - [c159]Elias Trommer, Bernd Waschneck, Akash Kumar:
Combining Gradients and Probabilities for Heterogeneous Approximation of Neural Networks. ICCAD 2022: 150:1-150:8 - [c158]Nikhil Rangarajan, Satwik Patnaik, Mohammed Nabeel, Mohammed Ashraf, Shubham Rai, Gopal Raut, Heba Abunahla, Baker Mohammad, Santosh Kumar Vishvakarma, Akash Kumar, Johann Knechtel, Ozgur Sinanoglu:
SCRAMBLE: A Secure and Configurable, Memristor-Based Neuromorphic Hardware Leveraging 3D Architecture. ISVLSI 2022: 308-313 - 2021
- [c157]Cecilia De la Parra, Andre Guntoro, Akash Kumar:
Efficient Accuracy Recovery in Approximate Neural Networks by Systematic Error Modelling. ASP-DAC 2021: 365-371 - [c156]Siva Satyendra Sahoo, Akash Kumar, Martin Decky, Samuel Chang Bing Wong, Geoff V. Merrett, Yinyuan Zhao, Jiachen Wang, Xiaohang Wang, Amit Kumar Singh:
Emergent design challenges for embedded systems and paths forward: mixed-criticality, energy, reliability and security perspectives. CODES+ISSS 2021: 1-10 - [c155]Salim Ullah, Siva Satyendra Sahoo, Akash Kumar:
CLAppED: A Design Framework for Implementing Cross-Layer Approximation in FPGA-based Embedded Systems. DAC 2021: 475-480 - [c154]Mehdi Moghaddamfar, Christian Färber, Wolfgang Lehner, Norman May, Akash Kumar:
Resource-Efficient Database Query Processing on FPGAs. DaMoN 2021: 4:1-4:8 - [c153]Behnaz Ranjbar, Ali Hoseinghorban, Siva Satyendra Sahoo, Alireza Ejlali, Akash Kumar:
Improving the Timing Behaviour of Mixed-Criticality Systems Using Chebyshev's Theorem. DATE 2021: 264-269 - [c152]Shubham Rai, Heinz Riener, Giovanni De Micheli, Akash Kumar:
Preserving Self-Duality During Logic Synthesis for Emerging Reconfigurable Nanotechnologies. DATE 2021: 354-359 - [c151]Cecilia De la Parra, Xuyi Wu, Andre Guntoro, Akash Kumar:
Knowledge Distillation and Gradient Estimation for Active Error Compensation in Approximate Neural Networks. DATE 2021: 679-684 - [c150]Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee:
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. DATE 2021: 1026-1031 - [c149]Ilia Polian, Frank Altmann, Tolga Arul, Christian Boit, Ralf Brederlow, Lucas Davi, Rolf Drechsler, Nan Du, Thomas Eisenbarth, Tim Güneysu, Sascha Hermann, Matthias Hiller, Rainer Leupers, Farhad Merchant, Thomas Mussenbrock, Stefan Katzenbeisser, Akash Kumar, Wolfgang Kunz, Thomas Mikolajick, Vivek Pachauri, Jean-Pierre Seifert, Frank Sill Torres, Jens Trommer:
Nano Security: From Nano-Electronics to Secure Systems. DATE 2021: 1334-1339 - [c148]Shubham Rai, Siddharth Garg, Christian Pilato, Vladimir Herdt, Elmira Moussavi, Dominik Sisejkovic, Ramesh Karri, Rolf Drechsler, Farhad Merchant, Akash Kumar:
Vertical IP Protection of the Next-Generation Devices: Quo Vadis? DATE 2021: 1905-1914 - [c147]Shubham Rai, Mengyun Liu, Anteneh Gebregiorgis, Debjyoti Bhattacharjee, Krishnendu Chakrabarty, Said Hamdioui, Anupam Chattopadhyay, Jens Trommer, Akash Kumar:
Perspectives on Emerging Computation-in-Memory Paradigms. DATE 2021: 1925-1934 - [c146]Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan, Roel Jordans, Akash Kumar, Henk Corporaal:
NMPO: Near-Memory Computing Profiling and Offloading. DSD 2021: 259-267 - [c145]Najdet Charaf, Christoph Tietz, Michael Raitza, Akash Kumar, Diana Göhringer:
AMAH-Flex: A Modular and Highly Flexible Tool for Generating Relocatable Systems on FPGAs. FPT 2021: 1-6 - [c144]Siva Satyendra Sahoo, Akhil Raj Baranwal, Salim Ullah, Akash Kumar:
MemOReL: A Memory-oriented Optimization Approach to Reinforcement Learning on FPGA-based Embedded Systems. ACM Great Lakes Symposium on VLSI 2021: 339-346 - [c143]Andreas Krinke, Shubham Rai, Akash Kumar, Jens Lienig:
Exploring Physical Synthesis for Circuits based on Emerging Reconfigurable Nanotechnologies. ICCAD 2021: 1-9 - [c142]Yasasvi V. Peruvemba, Shubham Rai, Kapil Ahuja, Akash Kumar:
RL-Guided Runtime-Constrained Heuristic Exploration for Logic Synthesis. ICCAD 2021: 1-9 - [c141]Elias Trommer, Bernd Waschneck, Akash Kumar:
dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference. ICCAD 2021: 1-9 - [c140]Zahra Ebrahimi, Akash Kumar:
BioCare: An Energy-Efficient CGRA for Bio-Signal Processing at the Edge. ISCAS 2021: 1-5 - [c139]Cecilia De la Parra, Ahmed El-Yamany, Taha Soliman, Akash Kumar, Norbert Wehn, Andre Guntoro:
Exploiting Resiliency for Kernel-Wise CNN Approximation Enabled by Adaptive Hardware Design. ISCAS 2021: 1-5 - [c138]Abhiroop Bhattacharjee, Shubham Rai, Ansh Rupani, Michael Raitza, Akash Kumar:
Metastability with Emerging Reconfigurable Transistors: Exploiting Ambipolarity for Throughput. VLSI-SoC 2021: 1-6 - [c137]Siva Satyendra Sahoo, Akash Kumar:
CLEO-CoDe: Exploiting Constrained Decoding for Cross-Layer Energy Optimization in Heterogeneous Embedded Systems. VLSI-SoC 2021: 1-6 - [c136]Siva Satyendra Sahoo, Akash Kumar:
Using Monte Carlo Tree Search for EDA - A Case-study with Designing Cross-layer Reliability for Heterogeneous Embedded Systems. VLSI-SoC 2021: 1-6 - [c135]Shubham Rai, Nishant Gupta, Abhiroop Bhattacharjee, Ansh Rupani, Michael Raitza, Jens Trommer, Thomas Mikolajick, Akash Kumar:
END-TRUE: Emerging Nanotechnology-Based Double-Throughput True Random Number Generator. VLSI-SoC (Selected Papers) 2021: 175-203 - 2020
- [c134]Zahra Ebrahimi, Salim Ullah, Akash Kumar:
LeAp: Leading-one Detection-based Softcore Approximate Multipliers with Tunable Accuracy. ASP-DAC 2020: 605-610 - [c133]Siva Satyendra Sahoo, Bharadwaj Veeravalli, Akash Kumar:
CL(R)Early: An Early-stage DSE Methodology for Cross-Layer Reliability-aware Heterogeneous Embedded Systems. DAC 2020: 1-6 - [c132]Shubham Rai, Michael Raitza, Siva Satyendra Sahoo, Akash Kumar:
DiSCERN: Distilling Standard-Cells for Emerging Reconfigurable Nanotechnologies. DATE 2020: 674-677 - [c131]Salim Ullah, Siddharth Gupta, Kapil Ahuja, Aruna Tiwari, Akash Kumar:
L2L: A Highly Accurate Log_2_Lead Quantization of Pre-trained Neural Networks. DATE 2020: 979-982 - [c130]Cecilia De la Parra, Andre Guntoro, Akash Kumar:
ProxSim: GPU-based Simulation Framework for Cross-Layer Approximate DNN Optimization. DATE 2020: 1193-1198 - [c129]Siva Satyendra Sahoo, Bharadwaj Veeravalli, Akash Kumar:
Markov Chain-based Modeling and Analysis of Checkpointing with Rollback Recovery for Efficient DSE in Soft Real-time Systems. DFT 2020: 1-6 - [c128]Rajesh C. Panicker, Akash Kumar, Deepu John:
Introducing FPGA-based Machine Learning on the Edge to Undergraduate Students. FIE 2020: 1-5 - [c127]Tuan D. A. Nguyen, Akash Kumar:
Maximizing the Serviceability of Partially Reconfigurable FPGA Systems in Multi-tenant Environment. FPGA 2020: 29-39 - [c126]Zahra Ebrahimi, Salim Ullah, Akash Kumar:
SIMDive: Approximate SIMD Soft Multiplier-Divider for FPGAs with Tunable Accuracy. ACM Great Lakes Symposium on VLSI 2020: 151-156 - [c125]Arlene John, Salim Ullah, Akash Kumar, Barry Cardiff, Deepu John:
An Approximate Binary Classifier for Data Integrity Assessment in IoT Sensors. ICECS 2020: 1-4 - [c124]Cecilia De la Parra, Andre Guntoro, Akash Kumar:
Full Approximation of Deep Neural Networks through Efficient Optimization. ISCAS 2020: 1-5 - [c123]Seetal Potluri, Aydin Aysu, Akash Kumar:
SeqL: Secure Scan-Locking for IP Protection. ISQED 2020: 7-13 - [c122]Gopal Raut, Shubham Rai, Santosh Kumar Vishvakarma, Akash Kumar:
A CORDIC Based Configurable Activation Function for ANN Applications. ISVLSI 2020: 78-83 - [c121]Stefano Corda, Bram Veenboer, Ahsan Javed Awan, Akash Kumar, Roel Jordans, Henk Corporaal:
Near Memory Acceleration on High Resolution Radio Astronomy Imaging. MECO 2020: 1-6 - 2019
- [c120]Siva Satyendra Sahoo, Bharadwaj Veeravalli, Akash Kumar:
A Hybrid Agent-based Design Methodology for Dynamic Cross-layer Reliability in Heterogeneous Embedded Systems. DAC 2019: 38 - [c119]Mahsa Mousavi, Hamid Reza Pourshaghaghi, Henk Corporaal, Akash Kumar:
Scatter Scrubbing: A Method to Reduce SEU Repair Time in FPGA Configuration Memory. DFT 2019: 1-6 - [c118]Behnaz Ranjbar, Tuan D. A. Nguyen, Alireza Ejlali, Akash Kumar:
Online Peak Power and Maximum Temperature Management in Multi-core Mixed-Criticality Embedded Systems. DSD 2019: 546-553 - [c117]Nusrat Jahan Lisa, Tuan Duy Anh Nguyen, Dirk Habich, Akash Kumar, Wolfgang Lehner:
High-Throughput BitPacking Compression. DSD 2019: 643-646 - [c116]Ansh Rupani, Shubham Rai, Akash Kumar:
Exploiting Emerging Reconfigurable Technologies for Secure Devices. DSD 2019: 668-671 - [c115]Muhammad Usama Sardar, Clemens Dubslaff, Sascha Klüppelholz, Christel Baier, Akash Kumar:
Performance Evaluation of Thermal-Constrained Scheduling Strategies in Multi-core Systems. EPEW 2019: 133-147 - [c114]Adarsha Balaji, Salim Ullah, Anup Das, Akash Kumar:
Design Methodology for Embedded Approximate Artificial Neural Networks. ACM Great Lakes Symposium on VLSI 2019: 489-494 - [c113]Shubham Rai, Ansh Rupani, Pallab Nath, Akash Kumar:
Hardware Watermarking Using Polymorphic Inverter Designs Based On Reconfigurable Nanotechnologies. ISVLSI 2019: 663-669 - 2018
- [c112]Siva Satyendra Sahoo, Tuan D. A. Nguyen, Bharadwaj Veeravalli, Akash Kumar:
Lifetime-aware design methodology for dynamic partially reconfigurable systems. ASP-DAC 2018: 393-398 - [c111]Salim Ullah, Sanjeev Sripadraj Murthy, Akash Kumar:
SMApproxlib: library of FPGA-based approximate multipliers. DAC 2018: 157:1-157:6 - [c110]Salim Ullah, Semeen Rehman, Bharath Srinivas Prabakaran, Florian Kriebel, Muhammad Abdullah Hanif, Muhammad Shafique, Akash Kumar:
Area-optimized low-latency approximate multipliers for FPGA-based hardware accelerators. DAC 2018: 159:1-159:6 - [c109]Nusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Wolfgang Lehner, Tuan Duy Anh Nguyen, Akash Kumar:
FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan. DATA (Revised Selected Papers) 2018: 116-140 - [c108]Nusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Tuan D. A. Nguyen, Akash Kumar, Wolfgang Lehner:
Column Scan Optimization by Increasing Intra-Instruction Parallelism. DATA 2018: 344-353 - [c107]Shubham Rai, Ansh Rupani, Dennis Walter, Michael Raitza, Andre Heinzig, Tim Baldauf, Jens Trommer, Christian Mayr, Walter M. Weber, Akash Kumar:
A physical synthesis flow for early technology evaluation of silicon nanowire based reconfigurable FETs. DATE 2018: 605-608 - [c106]Shubham Rai, Michael Raitza, Akash Kumar:
Technology mapping flow for emerging reconfigurable silicon nanowire transistors. DATE 2018: 767-772 - [c105]Bharath Srinivas Prabakaran, Semeen Rehman, Muhammad Abdullah Hanif, Salim Ullah, Ghazal Mazaheri, Akash Kumar, Muhammad Shafique:
DeMAS: An efficient design methodology for building approximate adders for FPGA-based systems. DATE 2018: 917-920 - [c104]Björn Gottschall, Thomas PreuBer, Akash Kumar:
Reloc - An Open-Source Vivado Workflow for Generating Relocatable End-User Configuration Tiles. FCCM 2018: 211 - [c103]Chin Hau Hoo, Akash Kumar:
ParaDRo: A Parallel Deterministic Router Based on Spatial Partitioning and Scheduling. FPGA 2018: 67-76 - [c102]Siva Satyendra Sahoo, Tuan D. A. Nguyen, Bharadwaj Veeravalli, Akash Kumar:
QoS-Aware Cross-Layer Reliability-Integrated FPGA-Based Dynamic Partially Reconfigurable System Partitioning. FPT 2018: 230-233 - [c101]Sadia Moriam, Elke Franz, Paul Walther, Akash Kumar, Thorsten Strufe, Gerhard P. Fettweis:
Protecting Communication in Many-Core Systems against Active Attackers. ACM Great Lakes Symposium on VLSI 2018: 45-50 - [c100]Anup Das, Akash Kumar:
Dataflow-Based Mapping of Spiking Neural Networks on Neuromorphic Hardware. ACM Great Lakes Symposium on VLSI 2018: 419-422 - [c99]Shubham Rai, Srivatsa Rangachar Srinivasa, Patsy Cadareanu, Xunzhao Yin, Xiaobo Sharon Hu, Pierre-Emmanuel Gaillardon, Vijaykrishnan Narayanan, Akash Kumar:
Emerging reconfigurable nanotechnologies: can they support future electronics? ICCAD 2018: 13 - [c98]Mohammad Shihabul Haque, Sriram Vasudevan, Alamuri Sriram Nihar, Arvind Easwaran, Akash Kumar, Y. C. Tay:
A Self-Reconfiguring Cache Architecture to Improve Control Quality in Cyber-Physical Systems. ISORC 2018: 116-123 - [c97]Rajesh C. Panicker, Akash Kumar, Dipti Srinivasan, Deepu John:
Adaptive Learning and Analytics in Engineering Education. TALE 2018: 1193-1196 - [c96]Nusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Wolfgang Lehner, Tuan D. A. Nguyen, Akash Kumar:
Column Scan Acceleration in Hybrid CPU-FPGA Systems. ADMS@VLDB 2018: 22-33 - [c95]Siva Satyendra Sahoo, Bharadwaj Veeravalli, Akash Kumar:
CLRFrame: An Analysis Framework for Designing Cross-Layer Reliability in Embedded Systems. VLSID 2018: 307-312 - 2017
- [c94]Ang Li, Shuaiwen Leon Song, Weifeng Liu, Xu Liu, Akash Kumar, Henk Corporaal:
Locality-Aware CTA Clustering for Modern GPUs. ASPLOS 2017: 297-311 - [c93]Arun Subramaniyan, Semeen Rehman, Muhammad Shafique, Akash Kumar, Jörg Henkel:
Soft error-aware architectural exploration for designing reliability adaptive cache hierarchies in multi-cores. DATE 2017: 37-42 - [c92]Martin Bruestel, Akash Kumar:
Accounting for systematic errors in approximate computing. DATE 2017: 298-301 - [c91]Michael Raitza, Akash Kumar, Marcus Völp, Dennis Walter, Jens Trommer, Thomas Mikolajick, Walter M. Weber:
Exploiting transistor-level reconfiguration to optimize combinational circuits. DATE 2017: 338-343 - [c90]Walaa El-Harouni, Semeen Rehman, Bharath Srinivas Prabakaran, Akash Kumar, Rehan Hafiz, Muhammad Shafique:
Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding. DATE 2017: 1384-1389 - [c89]Chin Hau Hoo, Akash Kumar:
ParaDiMe: A Distributed Memory FPGA Router Based on Speculative Parallelism and Path Encoding. FCCM 2017: 172-179 - 2016
- [c88]Siva Satyendra Sahoo, Akash Kumar, Bharadwaj Veeravalli:
Design and evaluation of reliability-oriented task re-mapping in MPSoCs using time-series analysis of intermittent faults. DATE 2016: 798-803 - [c87]Shyamsundar Venkataraman, Rui Santos, Akash Kumar:
A flexible inexact TMR technique for SRAM-based FPGAs. DATE 2016: 810-813 - [c86]Ang Li, Shuaiwen Leon Song, Akash Kumar, Eddy Z. Zhang, Daniel G. Chavarría-Miranda, Henk Corporaal:
Critical points based register-concurrency autotuning for GPUs. DATE 2016: 1273-1278 - [c85]Siva Satyendra Sahoo, Bharadwaj Veeravalli, Akash Kumar:
Cross-layer fault-tolerant design of real-time systems. DFT 2016: 63-68 - [c84]Tuan D. A. Nguyen, Akash Kumar:
PRFloor: An Automatic Floorplanner for Partially Reconfigurable FPGA Systems. FPGA 2016: 149-158 - [c83]Chin Hau Hoo, Yajun Ha, Akash Kumar:
ParaFRo: A hybrid parallel FPGA router using fine grained synchronization and partitioning. FPL 2016: 1-11 - [c82]Tuan D. A. Nguyen, Akash Kumar:
XNoC: A non-intrusive TDM circuit-switched Network-on-Chip. FPL 2016: 1-11 - [c81]Semeen Rehman, Walaa El-Harouni, Muhammad Shafique, Akash Kumar, Jörg Henkel:
Architectural-space exploration of approximate multipliers. ICCAD 2016: 80 - [c80]Ang Li, Shuaiwen Leon Song, Mark Wijtvliet, Akash Kumar, Henk Corporaal:
SFU-Driven Transparent Approximation Acceleration on GPUs. ICS 2016: 15:1-15:14 - [c79]Ang Li, Shuaiwen Leon Song, Eric Brugel, Akash Kumar, Daniel G. Chavarría-Miranda, Henk Corporaal:
X: A Comprehensive Analytic Model for Parallel Machines. IPDPS 2016: 242-252 - [c78]Pham Nam Khanh, Khin Mi Mi Aung, Akash Kumar:
Automatic framework to generate reconfigurable accelerators for option pricing applications. ReConFig 2016: 1-8 - [c77]Pham Nam Khanh, Akash Kumar, Khin Mi Mi Aung:
Machine Learning Approach to Generate Pareto Front for List-scheduling Algorithms. SCOPES 2016: 127-134 - 2015
- [c76]Mohammad Shihabul Haque, Ang Li, Akash Kumar, Qingsong Wei:
Accelerating non-volatile/hybrid processor cache design space exploration for application specific embedded systems. ASP-DAC 2015: 435-440 - [c75]Rui Santos, Shyamsundar Venkataraman, Akash Kumar:
Dynamically adaptive scrubbing mechanism for improved reliability in reconfigurable embedded systems. DAC 2015: 156:1-156:6 - [c74]Anup Das, Akash Kumar, Bharadwaj Veeravalli, Rishad Ahmed Shafik, Geoff V. Merrett, Bashir M. Al-Hashimi:
Workload uncertainty characterization and adaptive frequency scaling for energy minimization of embedded systems. DATE 2015: 43-48 - [c73]Pham Nam Khanh, Amit Kumar Singh, Akash Kumar, Khin Mi Mi Aung:
Exploiting loop-array dependencies to accelerate the design space exploration with high level synthesis. DATE 2015: 157-162 - [c72]Shakith Fernando, Mark Wijtvliet, Cedric Nugteren, Akash Kumar, Henk Corporaal:
(AS)2: accelerator synthesis using algorithmic skeletons for rapid design space exploration. DATE 2015: 305-308 - [c71]Shyamsundar Venkataraman, Akash Kumar, Jeremy Schlachter, Christian C. Enz:
Designing inexact systems efficiently using elimination heuristics. DATE 2015: 758-763 - [c70]Liang Tang, Jude Angelo Ambrose, Akash Kumar, Sri Parameswaran:
Dynamic reconfigurable puncturing for secure wireless communication. DATE 2015: 888-891 - [c69]Chin Hau Hoo, Akash Kumar, Yajun Ha:
ParaLaR: A parallel FPGA router based on Lagrangian relaxation. FPL 2015: 1-6 - [c68]Roel Oomen, Tuan D. A. Nguyen, Akash Kumar, Henk Corporaal:
An automated technique to generate relocatable partial bitstreams for Xilinx FPGAs. FPL 2015: 1-4 - [c67]Ang Li, Y. C. Tay, Akash Kumar, Henk Corporaal:
Transit: A Visual Analytical Model for Multithreaded Machines. HPDC 2015: 101-106 - [c66]Ang Li, Gert-Jan van den Braak, Henk Corporaal, Akash Kumar:
Fine-Grained Synchronizations and Dataflow Programming on GPUs. ICS 2015: 109-118 - [c65]Rui Santos, Shyamsundar Venkataraman, Akash Kumar:
Generic scrubbing-based architecture for custom error correction algorithms. RSP 2015: 112-118 - [c64]Shyamsundar Venkataraman, Rui Santos, Akash Kumar, Jasper Kuijsten:
Hardware task migration module for improved fault tolerance and predictability. SAMOS 2015: 197-202 - [c63]Ang Li, Gert-Jan van den Braak, Akash Kumar, Henk Corporaal:
Adaptive and transparent cache bypassing for GPUs. SC 2015: 17:1-17:12 - 2014
- [c62]Anup Das, Rishad A. Shafik, Geoff V. Merrett, Bashir M. Al-Hashimi, Akash Kumar, Bharadwaj Veeravalli:
Reinforcement Learning-Based Inter- and Intra-Application Thermal Optimization for Lifetime Improvement of Multicore Systems. DAC 2014: 170:1-170:6 - [c61]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Temperature aware energy-reliability trade-offs for mapping of throughput-constrained applications on multimedia MPSoCs. DATE 2014: 1-6 - [c60]Anup Das, Akash Kumar, Bharadwaj Veeravalli, Cristiana Bolchini, Antonio Miele:
Combined DVFS and mapping exploration for lifetime and soft-error susceptibility improvement in MPSoCs. DATE 2014: 1-6 - [c59]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Artificial intelligence based task mapping and pipelined scheduling for checkpointing on real time systems with imperfect fault detection. DFT 2014: 134-140 - [c58]Ang Li, Akash Kumar:
Accelerating Volume Image Registration through Correlation Ratio Based Methods on GPUs. DSD 2014: 82-89 - [c57]Pham Nam Khanh, Amit Kumar Singh, Akash Kumar, Khin Mi Mi Aung:
Design Space Exploration to Accelerate Nelder-Mead Algorithm Using FPGA. FCCM 2014: 100 - [c56]Tuan D. A. Nguyen, Akash Kumar:
PR-HMPSoC: A versatile partially reconfigurable heterogeneous Multiprocessor System-on-Chip for dynamic FPGA-based embedded systems. FPL 2014: 1-6 - [c55]Rui Santos, Shyamsundar Venkataraman, Anup Das, Akash Kumar:
Criticality-aware scrubbing mechanism for SRAM-based FPGAs. FPL 2014: 1-8 - [c54]Shyamsundar Venkataraman, Rui Santos, Anup Das, Akash Kumar:
A bit-interleaved embedded hamming scheme to correct single-bit and multi-bit upsets for SRAM-based FPGAs. FPL 2014: 1-4 - [c53]Shyamsundar Venkataraman, Rui Santos, Sidharth Maheshwari, Akash Kumar:
Multi-directional error correction schemes for SRAM-based FPGAs. FPL 2014: 1-8 - [c52]Siqi Wang, Pham Nam Khanh, Amit Kumar Singh, Akash Kumar:
Leakage and performance aware resource management for 2D dynamically reconfigurable FPGA architectures. FPL 2014: 1-4 - [c51]Yi Wang, Akash Kumar, Yajun Ha:
FPGA-based high throughput XTS-AES encryption/decryption for storage area network. FPT 2014: 268-271 - [c50]Pham Nam Khanh, Amit Kumar Singh, Akash Kumar:
A multi-stage leakage aware resource management technique for reconfigurable architectures. ACM Great Lakes Symposium on VLSI 2014: 63-68 - [c49]Chee Khiang Pang, Akash Kumar, Cher-Hiang Goh, Cao Vinh Le:
Design and robust scheduling of nano-satellite swarm for synthetic aperture radar applications. ICARCV 2014: 705-710 - [c48]Qiang Wu, Yajun Ha, Akash Kumar, Shaobo Luo, Ang Li, Shihab Mohamed:
A heterogeneous platform with GPU and FPGA for power efficient high performance computing. ISIC 2014: 220-223 - [c47]Yihuan Xing, Ford-Long Wong, Akash Kumar:
Lightweight Bare-Metal Stateful Firewall. PRDC 2014: 53-58 - [c46]Dipika Suresh, Amit Kumar Singh, Akash Kumar:
A multi-stage thermal management strategy for 3D multicores. RSP 2014: 78-84 - 2013
- [c45]Mohammad Shihabul Haque, Akash Kumar, Yajun Ha, Qiang Wu, Shaobo Luo:
TRISHUL: A single-pass optimal two-level inclusive data cache hierarchy selection process for real-time MPSoCs. ASP-DAC 2013: 320-325 - [c44]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Aging-aware hardware-software task partitioning for reliable reconfigurable multiprocessor systems. CASES 2013: 1:1-1:10 - [c43]Amit Kumar Singh, Muhammad Shafique, Akash Kumar, Jörg Henkel:
Mapping on multi/many-core systems: survey of current and emerging trends. DAC 2013: 1:1-1:10 - [c42]Amit Kumar Singh, Anup Das, Akash Kumar:
Energy optimization by exploiting execution slacks in streaming applications on multiprocessor systems. DAC 2013: 115:1-115:7 - [c41]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Reliability-driven task mapping for lifetime extension of networks-on-chip based multiprocessor systems. DATE 2013: 689-694 - [c40]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Communication and migration energy aware design space exploration for multicore systems with intermittent faults. DATE 2013: 1631-1636 - [c39]Cristiana Bolchini, Matteo Carminati, Antonio Miele, Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Run-time mapping for reliable many-cores based on energy/performance trade-offs. DFTS 2013: 58-64 - [c38]Pham Nam Khanh, Amit Kumar Singh, Akash Kumar, Khin Mi Mi Aung:
Incorporating Energy and Throughput Awareness in Design Space Exploration and Run-Time Mapping for Heterogeneous MPSoCs. DSD 2013: 513-521 - [c37]Amit Kumar Singh, Anup Das, Akash Kumar:
RAPIDITAS: RAPId Design-Space-Exploration Incorporating Trace-Based Analysis and Simulation. DSD 2013: 836-843 - [c36]Marco Cox, Amit Kumar Singh, Akash Kumar, Henk Corporaal:
Thermal-aware mapping of streaming applications on 3D Multi-Processor Systems. ESTIMedia 2013: 11-20 - [c35]Zhi Ping Ang, Akash Kumar, Yajun Ha:
High Speed Video Processing Using Fine-Grained Processing on FPGA Platform. FCCM 2013: 85-88 - [c34]Anup Das, Shyamsundar Venkataraman, Akash Kumar:
Improving autonomous soft-error tolerance of FPGA through LUT configuration bit manipulation. FPL 2013: 1-8 - [c33]Shakith Fernando, Mark Wijtvliet, Firew Siyoum, Yifan He, Sander Stuijk, Akash Kumar, Henk Corporaal:
MAMPSX: A demonstration of rapid, predictable HMPSOC synthesis. FPL 2013: 1 - [c32]Chin Hau Hoo, Yajun Ha, Akash Kumar:
A directional coarse-grained power gated FPGA switch box and power gating aware routing algorithm. FPL 2013: 1-4 - [c31]Zhi Ping Ang, Akash Kumar:
Real-time and low power embedded ℓ1-optimization solver design. FPT 2013: 168-175 - [c30]Anup Das, Amit Kumar Singh, Akash Kumar:
Energy-aware dynamic reconfiguration of communication-centric applications for reliable MPSoCs. ReCoSoC 2013: 1-7 - [c29]Shakith Fernando, Firew Siyoum, Yifan He, Akash Kumar, Henk Corporaal:
MAMPSx: A design framework for rapid synthesis of predictable heterogeneous MPSoCs. RSP 2013: 136-142 - 2012
- [c28]Sheng Hao Wang, Anup Das, Akash Kumar, Henk Corporaal:
Minimizing Power Consumption of Spatial Division Based Networks-on-Chip Using Multi-path and Frequency Reduction. DSD 2012: 576-583 - [c27]Izaan Allugundu, Pranay Puranik, Yat Piu Lo, Akash Kumar:
Acceleration of distance-to-default with hardware-software co-design. FPL 2012: 338-344 - [c26]Chin Hau Hoo, Akash Kumar:
An area-efficient partially reconfigurable crossbar switch with low reconfiguration delay. FPL 2012: 400-406 - [c25]Kanav Khurana, Pooja Gupta, Rajesh Chandrasekhara Panicker, Akash Kumar:
Development of an FPGA-based real-time P300 speller. FPL 2012: 551-554 - [c24]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Energy-Aware Communication and Remapping of Tasks for Reliable Multimedia Multiprocessor Systems. ICPADS 2012: 564-571 - [c23]Anup Das, Akash Kumar, Bharadwaj Veeravalli:
Fault-tolerant network interface for spatial division multiplexing based Network-on-Chip. ReCoSoC 2012: 1-8 - [c22]Anup Das, Akash Kumar:
Fault-aware task re-mapping for throughput constrained multimedia applications on NoC-based MPSoCs. RSP 2012: 149-155 - [c21]Jiashu Li, Anup Das, Akash Kumar:
A design flow for partially reconfigurable heterogeneous multi-processor platforms. RSP 2012: 170-176 - 2011
- [c20]Amit Kumar Singh, Akash Kumar, Thambipillai Srikanthan:
A hybrid strategy for mapping multiple throughput-constrained applications on MPSoCs. CASES 2011: 175-184 - [c19]Ahsan Shabbir, Sander Stuijk, Akash Kumar, Henk Corporaal, Bart Mesman:
An MPSoC design approach for multiple use-cases of throughput constrainted applications. Conf. Computing Frontiers 2011: 20 - [c18]Roel Jordans, Firew Siyoum, Sander Stuijk, Akash Kumar, Henk Corporaal:
An Automated Flow to Map Throughput Constrained Applications to a MPSoC. PPES 2011: 47-58 - [c17]Akash Kumar, Shakith Fernando, Manmohan Manoharan:
Bringing soccer to the field of real-time embedded systems education. WESE 2011: 46-52 - [c16]Amit Kumar Singh, Akash Kumar, Thambipillai Srikanthan:
A Design Space Exploration Methodology for Application Specific MPSoC Design. ISVLSI 2011: 339-340 - [c15]Amit Kumar Singh, Akash Kumar, Wu Jigang, Thambipillai Srikanthan:
Communication-Aware Design Space Exploration for Efficient Run-Time MPSoC Management. PAAP 2011: 72-76 - [c14]Ahsan Shabbir, Akash Kumar, Bart Mesman, Henk Corporaal:
Distributed resource management for concurrent execution of multimedia applications on MPSoC platforms. ICSAMOS 2011: 132-139 - 2010
- [c13]Ahsan Shabbir, Sander Stuijk, Akash Kumar, Bart D. Theelen, Bart Mesman, Henk Corporaal:
A predictable communication assist. Conf. Computing Frontiers 2010: 97-98 - [c12]Amit Kumar Singh, Akash Kumar, Thambipillai Srikanthan, Yajun Ha:
Mapping real-life applications on run-time reconfigurable NoC-based MPSoC on FPGA. FPT 2010: 365-368 - [c11]Zhiyao Joseph Yang, Akash Kumar, Yajun Ha:
An area-efficient dynamically reconfigurable Spatial Division Multiplexing network-on-chip with static throughput guarantee. FPT 2010: 389-392 - [c10]Amit Kumar Singh, Wu Jigang, Akash Kumar, Thambipillai Srikanthan:
Run-time mapping of multiple communicating tasks on MPSoC platforms. ICCS 2010: 1019-1026 - 2009
- [c9]Ahsan Shabbir, Akash Kumar, Bart Mesman, Henk Corporaal:
Performance evaluation of concurrently executing parallel applications on multi-processor systems. ICSAMOS 2009: 100-107 - 2008
- [c8]Akash Kumar, Kees van Berkel:
Vectorization of Reed Solomon Decoding and Mapping on the EVP. DATE 2008: 450-455 - [c7]Ahsan Shabbir, Akash Kumar, Bart Mesman, Henk Corporaal:
Enabling MPSoC Design Space Exploration on FPGAs. IMTIC 2008: 412-421 - 2007
- [c6]Akash Kumar, Bart Mesman, Henk Corporaal, Bart D. Theelen, Yajun Ha:
A Probabilistic Approach to Model Resource Contention for Performance Estimation of Multi-featured Media Devices. DAC 2007: 726-731 - [c5]Akash Kumar, Andreas Hansson, Jos Huisken, Henk Corporaal:
Interactive presentation: An FPGA design flow for reconfigurable network-based multi-processor systems on chip. DATE 2007: 117-122 - [c4]Akash Kumar, Shakith Fernando, Yajun Ha, Bart Mesman, Henk Corporaal:
Multi-processor System-level Synthesis for Multiple Applications on Platform FPGA. FPL 2007: 92-97 - 2006
- [c3]Akash Kumar, Bart Mesman, Henk Corporaal, Jef L. van Meerbergen, Yajun Ha:
Global Analysis of Resource Arbitration for MPSoC. DSD 2006: 71-78 - [c2]Akash Kumar, Bart Mesman, Bart D. Theelen, Henk Corporaal, Yajun Ha:
Resource Manager for Non-preemptive Heterogeneous Multiprocessor System-on-chip. ESTIMedia 2006: 33-38 - 2002
- [c1]Gabriel Ciobanu, Rahul Desai, Akash Kumar:
Membrane Systems and Distributed Computing. WMC-CdeA 2002: 187-202
Editorship
- 2018
- [e2]Tulika Mitra, Akash Kumar:
Proceedings of the International Conference on Compilers, Architecture and Synthesis for Embedded Systems, CASES 2018, Torino, Italy, September 30 - October 05, 2018. ACM 2018, ISBN 978-1-5386-5564-1 [contents] - 2017
- [e1]Sander Stuijk, Akash Kumar:
Proceedings of the 15th IEEE/ACM Symposium on Embedded Systems for Real-Time Multimedia, ESTIMedia 2017, Seoul, Republic of Korea, October 15 - 20, 2017. ACM 2017, ISBN 978-1-4503-5117-1 [contents]
Informal and Other Publications
- 2025
- [i25]Omkar Kokane, Gopal Raut, Salim Ullah, Mukul Lokhande, Adam Teman, Akash Kumar, Santosh Kumar Vishvakarma:
Retrospective: A CORDIC Based Configurable Activation Function for NN Applications. CoRR abs/2503.14354 (2025) - 2024
- [i24]Max Sponner, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar:
Efficient Post-Training Augmentation for Adaptive Inference in Heterogeneous and Distributed IoT Environments. CoRR abs/2403.07957 (2024) - [i23]Max Sponner, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar:
Temporal Decisions: Leveraging Temporal Correlation for Efficient Decisions in Early Exit Neural Networks. CoRR abs/2403.07958 (2024) - [i22]Elias Trommer, Bernd Waschneck, Akash Kumar:
QoS-Nets: Adaptive Approximate Neural Network Inference. CoRR abs/2410.07762 (2024) - 2023
- [i21]Max Sponner, Julius Ott, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar:
Temporal Patience: Efficient Adaptive Deep Learning for Embedded Radar Data Processing. CoRR abs/2309.05686 (2023) - [i20]Siva Satyendra Sahoo, Salim Ullah, Soumyo Bhattacharjee, Akash Kumar:
AxOCS: Scaling FPGA-based Approximate Operators using Configuration Supersampling. CoRR abs/2309.12830 (2023) - [i19]Siva Satyendra Sahoo, Salim Ullah, Akash Kumar:
AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming. CoRR abs/2309.13445 (2023) - 2022
- [i18]Zahra Ebrahimi, Muhammad Zaid, Mark Wijtvliet, Akash Kumar:
RAPID: AppRoximAte Pipelined Soft Multipliers and Dividers for High-Throughput and Energy-Efficiency. CoRR abs/2206.13970 (2022) - [i17]Elias Trommer, Bernd Waschneck, Akash Kumar:
Combining Gradients and Probabilities for Heterogeneous Approximation of Neural Networks. CoRR abs/2208.07265 (2022) - 2021
- [i16]Max Sponner, Bernd Waschneck, Akash Kumar:
Compiler Toolchains for Deep Learning Workloads on Embedded Platforms. CoRR abs/2104.04576 (2021) - [i15]Behnaz Ranjbar, Ali Hoseinghorban, Mohammad Salehi, Alireza Ejlali, Akash Kumar:
Toward the Design of Fault-Tolerance- and Peak- Power-Aware Multi-Core Mixed-Criticality Systems. CoRR abs/2105.07739 (2021) - [i14]Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan, Roel Jordans, Akash Kumar, Henk Corporaal:
NMPO: Near-Memory Computing Profiling and Offloading. CoRR abs/2106.15284 (2021) - [i13]Elias Trommer, Bernd Waschneck, Akash Kumar:
dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference. CoRR abs/2111.12345 (2021) - [i12]Seetal Potluri, Shamik Kundu, Akash Kumar, Kanad Basu, Aydin Aysu:
SeqL+: Secure Scan-Obfuscation with Theoretical and Empirical Validation. IACR Cryptol. ePrint Arch. 2021: 1245 (2021) - 2020
- [i11]Stefano Corda, Bram Veenboer, Ahsan Javed Awan, Akash Kumar, Roel Jordans, Henk Corporaal:
Near Memory Acceleration on High Resolution Radio Astronomy Imaging. CoRR abs/2005.04098 (2020) - [i10]Seetal Potluri, Aydin Aysu, Akash Kumar:
SeqL: Secure Scan-Locking for IP Protection. CoRR abs/2005.13032 (2020) - [i9]Rohit Agrawal, Kapil Ahuja, Dhaarna Maheshwari, Akash Kumar:
ParaLarH: Parallel FPGA Router based upon Lagrange Heuristics. CoRR abs/2010.11893 (2020) - [i8]Suresh Nambi, Salim Ullah, Aditya Lohana, Siva Satyendra Sahoo, Farhad Merchant, Akash Kumar:
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-based Systems. CoRR abs/2010.12869 (2020) - [i7]Zahra Ebrahimi, Salim Ullah, Akash Kumar:
SIMDive: Approximate SIMD Soft Multiplier-Divider for FPGAs with Tunable Accuracy. CoRR abs/2011.01148 (2020) - [i6]Behnaz Ranjbar, Tuan D. A. Nguyen, Alireza Ejlali, Akash Kumar:
Power-Aware Run-Time Scheduler for Mixed-Criticality Systems on Multi-Core Platform. CoRR abs/2011.03262 (2020) - [i5]Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa Jr., Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee:
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. CoRR abs/2012.02530 (2020) - 2018
- [i4]Rohit Agrawal, Chin Hao Hoo, Kapil Ahuja, Akash Kumar:
Parallel FPGA Router using Sub-Gradient method and Steiner tree. CoRR abs/1803.03885 (2018) - [i3]Mohammed Alser, Hasan Hassan, Akash Kumar, Onur Mutlu, Can Alkan:
SLIDER: Fast and Efficient Computation of Banded Sequence Alignment. CoRR abs/1809.07858 (2018) - 2015
- [i2]Mohammad Shihabul Haque, Akash Kumar, Yajun Ha, Qiang Wu, Shaobo Luo:
TRISHUL: A Single-pass Optimal Two-level Inclusive Data Cache Hierarchy Selection Process for Real-time MPSoCs. CoRR abs/1506.03182 (2015) - [i1]Mohammad Shihabul Haque, Ang Li, Akash Kumar, Qingsong Wei:
Accelerating Non-volatile/Hybrid Processor Cache Design Space Exploration for Application Specific Embedded Systems. CoRR abs/1506.03193 (2015)
Coauthor Index
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